John B. Theocharis
Orcid: 0000-0002-4813-0029Affiliations:
- Aristotle University of Thessaloniki, Department of Electrical and Computer Engineering, Greece
According to our database1,
John B. Theocharis
authored at least 84 papers
between 1984 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Knee-cartilage segmentation from MR images using Multi-view Hypergraph Convolutional Neural Networks.
Appl. Intell., August, 2025
A Dynamic Hypergraph-Based Encoder-Decoder Risk Model for Longitudinal Predictions of Knee Osteoarthritis Progression.
Mach. Learn. Knowl. Extr., 2025
2024
A Multi-View Semi-supervised learning method for knee joint cartilage segmentation combining multiple feature descriptors and image modalities.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., December, 2024
Multi-fidelity Bayesian Optimization for Efficiently Sampling the Design Space of Functionalized Nanoporous Materials.
Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024
Enhanced Soil Property Estimations from Earth Observation Data with Differential Evolution-Based Multi-Objective TSK Model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2022
A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation.
Comput. Methods Programs Biomed., 2022
2021
Multi-atlas segmentation of knee cartilage via Semi-supervised Regional Label Propagation.
Proceedings of the CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4, 2021
2020
Employing a Multi-Input Deep Convolutional Neural Network to Derive Soil Clay Content from a Synergy of Multi-Temporal Optical and Radar Imagery Data.
Remote. Sens., 2020
Neurocomputing, 2020
Proceedings of the Artificial Intelligence Applications and Innovations, 2020
2019
An evolutionary fuzzy rule-based system applied to the prediction of soil organic carbon from soil spectral libraries.
Appl. Soft Comput., 2019
2018
An evolutionary fuzzy rule-based system applied to real-world Big Data - the GEO-CRADLE and LUCAS soil spectral libraries.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
2017
DECO<sub>3</sub>RUM: A Differential Evolution learning approach for generating compact Mamdani fuzzy rule-based models.
Expert Syst. Appl., 2017
A fuzzy rule-based system utilizing differential evolution with an application in vis-NIR soil spectroscopy.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2016
A Local Search-Based GeneSIS algorithm for the Segmentation and Classification of Remote-Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
DECO<sub>3</sub>R: A Differential Evolution-based algorithm for generating compact Fuzzy Rule-based Classification Systems.
Knowl. Based Syst., 2016
Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Classification of Remotely Sensed Images Using the GeneSIS Fuzzy Segmentation Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2015
A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images.
Remote. Sens., 2015
Genetic fuzzy rule based classification systems for coronary plaque characterization based on intravascular ultrasound images.
Eng. Appl. Artif. Intell., 2015
DECO3R: Differential evolution based COoperative-COmpeting learning of COmpact fuzzy Rulebased classification systems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
2014
Burned Area Mapping Using Support Vector Machines and the FuzCoC Feature Selection Method on VHR IKONOS Imagery.
Remote. Sens., 2014
Decision Fusion of Multiple Classifiers for Coronary Plaque Characterization from IVUS Images.
Int. J. Artif. Intell. Tools, 2014
Spectral-spatial classification of remote sensing images using a region-based GeneSIS Segmentation algorithm.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Knowl. Based Syst., 2013
2012
A Genetic Fuzzy-Rule-Based Classifier for Land Cover Classification From Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012
SVM-Based Fuzzy Decision Trees for Classification of High Spatial Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012
Clustering-based initialization of Learning Classifier Systems - Effects on model performance, readability and induction time.
Soft Comput., 2012
A fast SVM-based wrapper feature selection method driven by a fuzzy complementary criterion.
Pattern Anal. Appl., 2012
A diversity-driven structure learning algorithm for building hierarchical neuro-fuzzy classifiers.
Inf. Sci., 2012
Reducing the Complexity of Genetic Fuzzy Classifiers in Highly-Dimensional Classification Problems.
Int. J. Comput. Intell. Syst., 2012
A GA-based sequential fuzzy segmentation approach for classification of remote sensing images.
Proceedings of the FUZZ-IEEE 2012, 2012
Genetic fuzzy rule-based classification systems for tissue characterization of intravascular ultrasound images.
Proceedings of the FUZZ-IEEE 2012, 2012
IVUS-based characterization of atherosclerotic plaques using feature selection and SVM classification.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
A multistage genetic fuzzy classifier for land cover classification from satellite imagery.
Soft Comput., 2011
A Fast Iterative Rule-based Linguistic Classifier for hyperspectral remote sensing tasks.
Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011
A hierarchical genetic fuzzy rule-based classifier for high-dimensional classification problems.
Proceedings of the FUZZ-IEEE 2011, 2011
2010
SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion.
Pattern Recognit., 2010
Employing effective feature selection in Genetic Fuzzy Rule-Based Classification Systems.
Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010
Enhancing the interpretability of genetic fuzzy classifiers in land cover classification from hyperspectral satellite imagery.
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Proceedings of the FUZZ-IEEE 2009, 2009
2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Decision Fusion of GA Self-Organizing Neuro-Fuzzy Multilayered Classifiers for Land Cover Classification Using Textural and Spectral Features.
IEEE Trans. Geosci. Remote. Sens., 2008
Fuzzy Sets Syst., 2008
Eng. Appl. Artif. Intell., 2008
Autom., 2008
Evolutionary identification of a recurrent fuzzy neural network with enhanced memory capabilities.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
Locally recurrent neural networks for wind speed prediction using spatial correlation.
Inf. Sci., 2007
A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation.
Neurocomputing, 2007
A dynamic fuzzy neural filter for separation of discontinuous adventitious sounds from vesicular sounds.
Comput. Biol. Medicine, 2007
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
2006
A Stable Learning Algorithm for Block-Diagonal Recurrent Neural Networks: Application to the Analysis of Lung Sounds.
IEEE Trans. Syst. Man Cybern. Part B, 2006
A genetic method for designing TSK models based on objective weighting: application to classification problems.
Soft Comput., 2006
Neurocomputing, 2006
A high-order recurrent neuro-fuzzy system with internal dynamics: Application to the adaptive noise cancellation.
Fuzzy Sets Syst., 2006
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
2005
Informatica, 2005
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005
Locally recurrent neural networks optimal filtering algorithms: application to wind speed prediction using spatial correlation.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2005
2004
A modified PNN algorithm with optimal PD modeling using the orthogonal least squares method.
Inf. Sci., 2004
On stable learning of block-diagonal recurrent neural networks, part 2: application to the analysis of lung sounds.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
On stable learning of block-diagonal recurrent neural networks, Part 1: the RENNCOM algorithm.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
2003
Fuzzy Sets Syst., 2003
Fuzzy Sets Syst., 2003
2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
2001
IEEE Trans. Evol. Comput., 2001
A constrained orthogonal least-squares method for generating TSK fuzzy models: Application to short-term load forecasting.
Fuzzy Sets Syst., 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
An orthogonal least squares-based fuzzy filter for real-time analysis of lung sounds.
IEEE Trans. Biomed. Eng., 2000
Fuzzy Sets Syst., 2000
A generalized TSK dynamic fuzzy neural network: application to adaptive noise cancellation.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999
Fuzzy short-term load forecasting models based on load curve-shaped prototype fuzzy clustering.
Proceedings of the 5th European Control Conference, 1999
1997
J. Intell. Fuzzy Syst., 1997
1996
Adaptive Fuzzy Neural Networks as identifiers of discrete-time nonlinear dynamic systems.
J. Intell. Robotic Syst., 1996
Int. J. Intell. Syst., 1996
Proceedings of Third International Conference on Electronics, Circuits, and Systems, 1996
1995
Proceedings of the 1995 ACM symposium on applied computing, 1995
1984